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Head CT deep learning model is highly accurate for early infarct estimation.
Gauriau R, Bizzo BC, Comeau DS, Hillis JM, Bridge CP, Chin JK, Pawar J, Pourvaziri A, Sesic I, Sharaf E, Cao J, Noro FTC, Wiggins WF, Caton MT, Kitamura F, Dreyer KJ, Kalafut JF, Andriole KP, Pomerantz SR, Gonzalez RG, Lev MH. Gauriau R, et al. Among authors: bizzo bc. Sci Rep. 2023 Jan 5;13(1):189. doi: 10.1038/s41598-023-27496-5. Sci Rep. 2023. PMID: 36604467 Free PMC article.
A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records.
Gong K, Wu D, Arru CD, Homayounieh F, Neumark N, Guan J, Buch V, Kim K, Bizzo BC, Ren H, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Guo N, Digumarthy SR, Dayan I, Kalra MK, Li Q. Gong K, et al. Among authors: bizzo bc. Eur J Radiol. 2021 Jun;139:109583. doi: 10.1016/j.ejrad.2021.109583. Epub 2021 Feb 5. Eur J Radiol. 2021. PMID: 33846041 Free PMC article.
A Deep Learning-based Model for Detecting Abnormalities on Brain MR Images for Triaging: Preliminary Results from a Multisite Experience.
Gauriau R, Bizzo BC, Kitamura FC, Landi Junior O, Ferraciolli SF, Macruz FBC, Sanchez TA, Garcia MRT, Vedolin LM, Domingues RC, Gasparetto EL, Andriole KP. Gauriau R, et al. Among authors: bizzo bc. Radiol Artif Intell. 2021 Apr 21;3(4):e200184. doi: 10.1148/ryai.2021200184. eCollection 2021 Jul. Radiol Artif Intell. 2021. PMID: 34350408 Free PMC article.
Federated learning for predicting clinical outcomes in patients with COVID-19.
Dayan I, Roth HR, Zhong A, Harouni A, Gentili A, Abidin AZ, Liu A, Costa AB, Wood BJ, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan P, Xu D, Wu D, Huang E, Kitamura FC, Lacey G, de Antônio Corradi GC, Nino G, Shin HH, Obinata H, Ren H, Crane JC, Tetreault J, Guan J, Garrett JW, Kaggie JD, Park JG, Dreyer K, Juluru K, Kersten K, Rockenbach MABC, Linguraru MG, Haider MA, AbdelMaseeh M, Rieke N, Damasceno PF, E Silva PMC, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist TM, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon YJ, Quraini A, Feng A, Priest AN, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Díez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess CP, Compas C, Bhatia D, Oermann EK, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Murthy KNK, Fu LC, de Mendonça MRF, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod SL, Reed S, Gräf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lavor VL, Rakvongthai Y, Lee YR, Wen Y, Gilbert FJ, Flores MG, Li Q. Dayan I, et al. Nat Med. 2021 Oct;27(10):1735-1743. doi: 10.1038/s41591-021-01506-3. Epub 2021 Sep 15. Nat Med. 2021. PMID: 34526699 Free PMC article.
51 results